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In this case, yes, I have fine-tuned the model for a specific schema. You can try using your own schema.

As for your second question, I'm not sure I understand it fully. If you're asking how the model predicts which fields to use based on the prompt, it has an overall understanding of the schema, including the tables and their columns. I prepared the training dataset in a way that includes all the information about our schema, which gives the model a better understanding of our task

Rupesh Gelal thank you so much for your reply.

Yes your second answer is in inline with my query. Also is it possible to create a universal text to sql query, such that user just has to define schema